Research Intermediate XML Structured

Expert Interview Question Probe Builder

For researchers and product teams designing interview guides that uncover motivations, pain points, and decision drivers.

๐Ÿ”ฌ
Rating
4.9
Difficulty
Intermediate
Format
XML Structured
Variables
5
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Best for these models

โ— Claude Opus 4.6 โ— ChatGPT (GPT-5.4) โ— Gemini 3.1 Pro

๐Ÿ“‹ The Prompt

XML Structured .txt

๐Ÿ”’ Prompt available in download

Get the full prompt text in a downloadable .txt file. Free, no signup required.

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Variables to fill in

{{RESEARCH_GOAL}} โ€” Replace with your input
{{TARGET_PARTICIPANTS}} โ€” Replace with your input
{{INTERVIEW_LENGTH}} โ€” Replace with your input
{{DOMAIN}} โ€” Replace with your input
{{CONSTRAINTS}} โ€” Replace with your input

About this prompt

This template turns ChatGPT or Claude into a methodical interview question designer that builds structured guides for discovery calls, user interviews, and expert consultations. It helps you move beyond generic questions by generating openers, behavioral probes, follow-ups, and closing prompts aligned to your research goal. The output is organized so you can quickly spot where the interview will reveal motivations, blockers, and decision criteria.

It is ideal for UX researchers, product managers, founders, and consultants who need better conversations without over-leading the participant. The prompt emphasizes neutrality, clarity, and sequencing, so the questions flow from broad context to specific examples. You can also adapt it for customer development, market discovery, or internal stakeholder interviews. A strong research guide reduces bias and improves the quality of evidence collected in each session.

Customize the template by defining your audience, research objective, and interview length. Add constraints such as industry jargon, seniority level, or topics to avoid. The model will return a ready-to-use guide with question categories, suggested probes, and a recommended order. If you want more depth, ask for alternate versions for skeptical respondents, time-pressed executives, or first-time users. This makes the prompt especially useful when you need a repeatable interview framework across multiple studies.

Key features

  • Interview guide generation with logical question sequencing
  • Creates neutral probes that reduce leading-question bias
  • Includes follow-up prompts for deeper participant storytelling
  • Adapts to executives, customers, employees, or subject-matter experts
  • Returns a reusable research framework for repeated studies

Best for

  • โ†’ UX researchers planning moderated user interviews
  • โ†’ Product managers running customer discovery calls
  • โ†’ Consultants interviewing stakeholders for strategy research

Tips

  • ๐Ÿ’ก Specify the participant type precisely to improve question tone and depth.
  • ๐Ÿ’ก Add forbidden topics to prevent sensitive or off-limits questions.
  • ๐Ÿ’ก Request a second version optimized for short, 15-minute interviews.

What you'll get

A structured interview guide with an objective statement, grouped questions, suggested probes, and a closing prompt. The result is easy to paste into a research plan or discussion guide. It also highlights where to ask for examples, tradeoffs, and decision-making context so interviews produce richer evidence.

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